Paper Citation Record · LEDGER

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2507.12207.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.12207 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:56:12.652471Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-13T05:19:38.587352Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-13T05:27:18.868967Z

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy20
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 025af460-7493-4413-bf22-ada1b7b3dcaa · outbound

This paper cites write newline.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:09.848502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dc6c134-4fc1-4fb0-b79a-a714772e7112 · outbound

This paper cites M., Hassan, M.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution M., Hassan, M

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.599766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 595670a0-68a1-487b-8016-92a91c60beb7 · outbound

This paper cites S., Koh, S.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution S., Koh, S

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.575382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 812a63b4-2b40-43c6-9700-849ad1886661 · outbound

This paper cites an unresolved cited work.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:10.065680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eff6805f-cbb2-4094-ae28-5e28dcf41982 · outbound

This paper cites K., Liu, J., and Liu, X.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution K., Liu, J., and Liu, X

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.526071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c1ea6354-4f8d-4867-8e03-63660c3b693f · outbound

This paper cites Gemini 2.0 flash.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution Gemini 2.0 flash

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.502393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6418baae-992d-4e9c-a93a-68a9995a62bf · outbound

This paper cites Connecting large language models with evolutionary algorithms yields powerful prompt optimizers.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution Connecting large language models with evolutionary algorithms yields powerful prompt optimizers

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.481181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 866edef7-5692-41e9-858a-5d477cc46d47 · outbound

This paper cites and Schmidhuber, J.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution and Schmidhuber, J

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:10.355586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d97d25f-d9d7-4ec3-a38b-440be76a1e25 · outbound

This paper cites Energy demand forecasting using a novel remnant gm (1, 1) model.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution Energy demand forecasting using a novel remnant gm (1, 1) model

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.439043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 59abf063-dee9-4c35-b7d8-4a821461c5cd · outbound

This paper cites and Dong, B.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution and Dong, B

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.408807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a6768368-7e41-43d8-94bd-d0219a0a162b · outbound

This paper cites and Eberhart, R.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution and Eberhart, R

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.375477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a851945d-de19-47e0-87ee-8d728bcad525 · outbound

This paper cites S., Pourmirza, Z., Pazhoohesh, M., and Walker, S.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution S., Pourmirza, Z., Pazhoohesh, M., and Walker, S

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.343460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 42c14a4f-199c-42fc-baf6-22787e7044b6 · outbound

This paper cites and Wen, J.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution and Wen, J

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.319716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4906a58d-09cb-493a-9ece-5ce4835e2629 · outbound

This paper cites Grey-box modeling and application for building energy simulations-a critical review.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution Grey-box modeling and application for building energy simulations-a critical review

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.288669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e48e6e4a-87b6-4b7c-9051-5018e77bb315 · outbound

This paper cites and Zhai, Z.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution and Zhai, Z

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.260594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d8a85543-3db6-4f00-a14d-6df387e2a6a4 · outbound

This paper cites S., Duque-Perez, O., and Zorita-Lamadrid, A.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution S., Duque-Perez, O., and Zorita-Lamadrid, A

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.229833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 37deb27b-3ef7-4f4f-96b4-d86c7a38f452 · outbound

This paper cites More buildings make more generalizable models—benchmarking prediction methods on open electrical meter data.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution More buildings make more generalizable models—benchmarking prediction methods on open electrical meter data

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.200255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 780a73be-fd8a-4a7e-99d4-b86818db267e · outbound

This paper cites Y., Nagy, Z., Raftery, P., Hobson, B.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution Y., Nagy, Z., Raftery, P., Hobson, B

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.171093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 524f962f-8fce-41db-abc7-a7a67369718c · outbound

This paper cites an unresolved cited work.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:13.142579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d19346dd-a319-4a9d-8831-51b79bec0c3b · outbound

This paper cites I., Monedero, I., and Le \'o n, C.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution I., Monedero, I., and Le \'o n, C

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.122207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 720098eb-df62-4700-8594-77f97dce52e5 · outbound

This paper cites Automatic Prompt Optimization with "Gradient Descent" and Beam Search.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution Automatic Prompt Optimization with "Gradient Descent" and Beam Search

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:11.700817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9669040-2c57-4be3-a52f-7115cd8874c4 · outbound

This paper cites P., Dupont, E., Ruiz, F.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution P., Dupont, E., Ruiz, F

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:11.807417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 589b21c1-c2e9-4625-ab53-617860e6d60c · outbound

This paper cites and Zmeureanu, R.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution and Zmeureanu, R

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.082025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 44e123b1-9f20-4dfb-b6cf-f19091b684be · outbound

This paper cites Enhancing grid stability and efficiency in buildings through forecasting and intelligent energy management of distributed energy resources.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution Enhancing grid stability and efficiency in buildings through forecasting and intelligent energy management of distributed energy resources

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.059304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1dcdb466-aa28-4364-93e1-73b425879a83 · outbound

This paper cites and Kotsakis, E.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution and Kotsakis, E

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.034250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 10995872-cdeb-49d4-9255-fe087f6486b6 · outbound

This paper cites Combining Physics-based and Data-driven Modeling for Building Energy Systems.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution Combining Physics-based and Data-driven Modeling for Building Energy Systems

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:12.323405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c21411fd-7019-4090-b466-188a286a599b · outbound

This paper cites ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:12.483070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6825dc3-4689-44af-bbc2-d757736cf9ec · outbound

This paper cites Informer: Beyond efficient transformer for long sequence time-series forecasting.

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution Informer: Beyond efficient transformer for long sequence time-series forecasting

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.014305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 2173456b-2abe-44c5-907f-1892731057f7 · inbound

EvoNav: Evolutionary Reward Function Design for Robot Navigation with Large Language Models cites this paper.

EvoNav: Evolutionary Reward Function Design for Robot Navigation with Large Language Models BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:27:18.870550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.